Short-Term Photovoltaic Power Forecasting Using an LSTM Neural Network and Synthetic Weather Forecast

Name: Short-Term Photovoltaic Power Forecasting Using an LSTM Neural Network and Synthetic Weather Forecast
Creator: Hossain, Mohammad Safayet; Mahmood, Hisham
Published: 2021-01-21T00:00:00+08:00

IEEE2021-01-21 更新2026-04-17 收录

功率预测

可再生能源发电设施管理

数据链接：

https://ieee-dataport.org/documents/short-term-photovoltaic-power-forecasting-using-lstm-neural-network-and-synthetic-weather 数据链接链接失效反馈

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资源简介：

The aggregated load of the west region of electrical reliability council of Texas (ERCOT) is usedas the benchmark in this paper. The hourly weatherdata from different local data centers of the same regionis collected from the national renewable energy laboratory(NREL) website for the period of 2012 -2015.

提供机构：

Hossain, Mohammad Safayet; Mahmood, Hisham

创建时间：

2021-01-21